The frequency of diabetes medication use like sulfonylurea (p < 0.001), GLP-1r (p = 0.007), SGLT2i (p < 0.001), DDP4 (p < 0.01), and insulin (p < 0.001) also showed significant differences between clusters (Table 3). This evidence concerns the gene GLP1R and diabetes mellitus.